| Computational approaches to explainable artificial intelligence: advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ... Information Fusion 100, 101945, 2023 | 120 | 2023 |
| Optimization of deep architectures for eeg signal classification: An automl approach using evolutionary algorithms D Aquino-Brítez, A Ortiz, J Ortega, J León, M Formoso, JQ Gan, ... Sensors 21 (6), 2096, 2021 | 36 | 2021 |
| Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis NJ Gallego-Molina, A Ortiz, FJ Martínez-Murcia, MA Formoso, A Giménez Knowledge-Based Systems 240, 108098, 2022 | 27 | 2022 |
| Detecting phase-synchrony connectivity anomalies in EEG signals. Application to dyslexia diagnosis MA Formoso, A Ortiz, FJ Martinez-Murcia, N Gallego, JL Luque Sensors 21 (21), 7061, 2021 | 20 | 2021 |
| Dyslexia detection from EEG signals using SSA component correlation and convolutional neural networks A Ortiz, FJ Martinez-Murcia, MA Formoso, JL Luque, A Sánchez International Conference on Hybrid Artificial Intelligence Systems, 655-664, 2020 | 7 | 2020 |
| EEG interchannel causality to identify source/sink phase connectivity patterns in developmental dyslexia I Rodríguez-Rodríguez, A Ortiz, NJ Gallego-Molina, MA Formoso, ... International Journal of Neural Systems 33 (04), 2350020, 2023 | 6 | 2023 |
| Temporal phase synchrony disruption in dyslexia: Anomaly patterns in auditory processing MA Formoso, A Ortiz, FJ Martínez-Murcia, DA Brítez, JJ Escobar, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 5 | 2022 |
| Temporal EigenPAC for dyslexia diagnosis NJ Gallego-Molina, M Formoso, A Ortiz, FJ Martínez-Murcia, JL Luque Advances in Computational Intelligence: 16th International Work-Conference …, 2021 | 4 | 2021 |
| Inter-channel Granger causality for estimating EEG phase connectivity patterns in dyslexia I Rodríguez-Rodríguez, A Ortiz, MA Formoso, NJ Gallego-Molina, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 3 | 2022 |
| Towards mixed mode biomarkers: Combining structural and functional information by deep learning A Ortiz, JE Arco, MA Formoso, NJ Gallego-Molina, I Rodríguez-Rodríguez, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 3 | 2022 |
| Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis MA Formoso, A Ortiz, FJ Martínez-Murcia, N Gallego-Molina, JL Luque, ... Bioengineering and Biomedical Signal and Image Processing: First …, 2021 | 2 | 2021 |
| Probabilistic and explainable modeling of Phase–Phase Cross-Frequency Coupling patterns in EEG. Application to dyslexia diagnosis D Castillo-Barnes, NJ Gallego-Molina, MA Formoso, A Ortiz, P Figueiredo, ... Biocybernetics and Biomedical Engineering 44 (4), 814-823, 2024 | | 2024 |
| A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia N Gallego-Molina, FJ Martínez-Murcia, MA Formoso, D Castillo-Barnes, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia MA Formoso, NJ Gallego-Molina, A Ortiz, I Rodríguez-Rodríguez, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration NJ Gallego-Molina, A Ortiz, MA Formoso, FJ Martínez-Murcia, WL Woo International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony I Rodríguez-Rodríguez, A Ortiz, MA Formoso, NJ Gallego-Molina, ... International Work-Conference on the Interplay Between Natural and …, 2024 | | 2024 |
| Nonlinear Neural Dynamics of Language Processing: A Recurrence Quantification Analysis of EEG in Dyslexia. I Rodríguez Rodríguez, JI Mateo-Trujillo, MA Formoso, NJ Gallego-Molina, ... | | 2024 |
| Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends JM Gorriz Sáez, I Álvarez Illán, JE Arco Martín, D Castillo Barnes, ... Elsevier, 2023 | | 2023 |
| Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality I RodrÍguez-RodrÍguez, A Ortiz, NJ Gallego-Molina, MA Formoso, ... arXiv preprint arXiv:2301.00552, 2023 | | 2023 |
| Algoritmo Evolutivo Multiobjetivo con Paralelismo Multinivel para Clasificación de EEGs: Análisis Energía-tiempo en Clústeres Heterogéneos JJ Escobar Pérez, M Damas Hermoso, B Prieto Campos, MA Formoso, ... Universidad de Alicante (España), 2022 | | 2022 |
